Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites
International audience Wind energy assessment of a territory where a wind park is planned to be built is important. This can be performed through an appropriate evaluation of the wind characteristics in this territory. To simulate the wind speeds, a Weibull function is recommended whose parameters a...
Published in: | International Journal of Energy and Environmental Engineering |
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Online Access: | https://hal.archives-ouvertes.fr/hal-03654849 https://doi.org/10.1007/s40095-021-00470-5 |
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ftunivnantes:oai:HAL:hal-03654849v1 2023-05-15T15:23:54+02:00 Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites Kangash, Aleksei Virk, Muhammad Shakeel Maryandyshev, Pavel Brillard, Alain Laboratoire de gestion des risques et environnement - LGRE (GRE) Université de Haute-Alsace (UHA) Mulhouse - Colmar (Université de Haute-Alsace (UHA)) 2022-01-29 https://hal.archives-ouvertes.fr/hal-03654849 https://doi.org/10.1007/s40095-021-00470-5 en eng HAL CCSD Islamic Azad University South Tehran Branch info:eu-repo/semantics/altIdentifier/doi/10.1007/s40095-021-00470-5 hal-03654849 https://hal.archives-ouvertes.fr/hal-03654849 doi:10.1007/s40095-021-00470-5 ISSN: 2008-9163 EISSN: 2251-6832 International Journal of Energy and Environmental Engineering https://hal.archives-ouvertes.fr/hal-03654849 International Journal of Energy and Environmental Engineering, Islamic Azad University South Tehran Branch, 2022, ⟨10.1007/s40095-021-00470-5⟩ [SPI.GPROC]Engineering Sciences [physics]/Chemical and Process Engineering info:eu-repo/semantics/article Journal articles 2022 ftunivnantes https://doi.org/10.1007/s40095-021-00470-5 2022-11-23T00:38:14Z International audience Wind energy assessment of a territory where a wind park is planned to be built is important. This can be performed through an appropriate evaluation of the wind characteristics in this territory. To simulate the wind speeds, a Weibull function is recommended whose parameters are classically determined either applying logarithms or using one of the formulas proposed in the literature. In the present study, direct optimization procedures are applied, which consist to minimize the squared difference between the experimental and simulated densities or probabilities. These procedures are applied on the wind characteristics collected from the ERA5 website during 41 years at three Russian sites close to Arkhangelsk. These direct optimization procedures are proved to give lower errors than the classical one or the formulas of the literature. They also lead to lower values of the estimated Annual Energy Production for a Vestas V90-2.0 wind turbine. Direct optimization procedures are also applied to determine the optimal parameters associated with a unique or a superposition of two von Mises distribution functions to simulate the wind directions in these three Russian sites. Article in Journal/Newspaper Arkhangelsk Université de Nantes: HAL-UNIV-NANTES International Journal of Energy and Environmental Engineering 13 2 555 571 |
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Open Polar |
collection |
Université de Nantes: HAL-UNIV-NANTES |
op_collection_id |
ftunivnantes |
language |
English |
topic |
[SPI.GPROC]Engineering Sciences [physics]/Chemical and Process Engineering |
spellingShingle |
[SPI.GPROC]Engineering Sciences [physics]/Chemical and Process Engineering Kangash, Aleksei Virk, Muhammad Shakeel Maryandyshev, Pavel Brillard, Alain Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
topic_facet |
[SPI.GPROC]Engineering Sciences [physics]/Chemical and Process Engineering |
description |
International audience Wind energy assessment of a territory where a wind park is planned to be built is important. This can be performed through an appropriate evaluation of the wind characteristics in this territory. To simulate the wind speeds, a Weibull function is recommended whose parameters are classically determined either applying logarithms or using one of the formulas proposed in the literature. In the present study, direct optimization procedures are applied, which consist to minimize the squared difference between the experimental and simulated densities or probabilities. These procedures are applied on the wind characteristics collected from the ERA5 website during 41 years at three Russian sites close to Arkhangelsk. These direct optimization procedures are proved to give lower errors than the classical one or the formulas of the literature. They also lead to lower values of the estimated Annual Energy Production for a Vestas V90-2.0 wind turbine. Direct optimization procedures are also applied to determine the optimal parameters associated with a unique or a superposition of two von Mises distribution functions to simulate the wind directions in these three Russian sites. |
author2 |
Laboratoire de gestion des risques et environnement - LGRE (GRE) Université de Haute-Alsace (UHA) Mulhouse - Colmar (Université de Haute-Alsace (UHA)) |
format |
Article in Journal/Newspaper |
author |
Kangash, Aleksei Virk, Muhammad Shakeel Maryandyshev, Pavel Brillard, Alain |
author_facet |
Kangash, Aleksei Virk, Muhammad Shakeel Maryandyshev, Pavel Brillard, Alain |
author_sort |
Kangash, Aleksei |
title |
Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
title_short |
Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
title_full |
Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
title_fullStr |
Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
title_full_unstemmed |
Simulating wind characteristics through direct optimization procedures: illustration with three Russian sites |
title_sort |
simulating wind characteristics through direct optimization procedures: illustration with three russian sites |
publisher |
HAL CCSD |
publishDate |
2022 |
url |
https://hal.archives-ouvertes.fr/hal-03654849 https://doi.org/10.1007/s40095-021-00470-5 |
genre |
Arkhangelsk |
genre_facet |
Arkhangelsk |
op_source |
ISSN: 2008-9163 EISSN: 2251-6832 International Journal of Energy and Environmental Engineering https://hal.archives-ouvertes.fr/hal-03654849 International Journal of Energy and Environmental Engineering, Islamic Azad University South Tehran Branch, 2022, ⟨10.1007/s40095-021-00470-5⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1007/s40095-021-00470-5 hal-03654849 https://hal.archives-ouvertes.fr/hal-03654849 doi:10.1007/s40095-021-00470-5 |
op_doi |
https://doi.org/10.1007/s40095-021-00470-5 |
container_title |
International Journal of Energy and Environmental Engineering |
container_volume |
13 |
container_issue |
2 |
container_start_page |
555 |
op_container_end_page |
571 |
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1766354500873879552 |